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import gradio as gr
import json
import time
import random
from datetime import datetime
from typing import Dict, Any, Optional, Tuple
import hashlib

# Import utility functions
from utils import (
    simulate_secure_processing,
    get_agents_data,
    process_with_agent,
    SecurityMetrics
)

# Initialize global state
security_metrics = SecurityMetrics()

def create_agent_selector():
    """Create agent selection UI with all 6 agents"""
    agents = get_agents_data()
    
    agent_info = ""
    for agent in agents:
        caps = ", ".join(agent["capabilities"][:3])
        agent_info += f"**{agent['name']}** ({agent['type']})\n- Status: {agent['status']}\n- Capabilities: {caps}\n\n"
    
    return agent_info

def process_securely(agent_id: str, operation: str, text_input: str, file_input) -> Tuple[str, str]:
    """
    Main processing function that handles secure operations
    """
    if not agent_id:
        return "❌ Please select an agent first", ""
    
    if not text_input and not file_input:
        return "❌ Please provide text input or upload a file", ""
    
    try:
        # Process the input based on agent and operation
        result = process_with_agent(
            agent_id=agent_id,
            operation=operation,
            text_input=text_input,
            file_input=file_input,
            metrics=security_metrics
        )
        
        # Format output
        output_text = f"""βœ… **Processing Successful**

**Agent:** {result['agent_name']}
**Operation:** {operation.title()}
**Security:** {result['security']['encryption']}
**Timestamp:** {result['security']['timestamp']}

**Result:**
{json.dumps(result['data'], indent=2)}"""

        security_details = f"""πŸ”’ **Security Details**

- **Hash:** {result['security']['hash'][:32]}...
- **Encryption:** {result['security']['encryption']}
- **Agent ID:** {result['security']['agent_id']}
- **Threats Blocked:** {security_metrics.threats_blocked}
- **Data Units Processed:** {security_metrics.data_processed}"""
        
        return output_text, security_details
        
    except Exception as e:
        error_msg = f"❌ Processing failed: {str(e)}"
        return error_msg, ""

def update_dashboard():
    """Update privacy dashboard metrics"""
    metrics = security_metrics.get_metrics()
    
    dashboard_text = f"""### πŸ“Š **Security Metrics**

- **Encryption Level:** {metrics['encryption_level']}
- **Threats Blocked:** {metrics['threats_blocked']}
- **Data Processed:** {metrics['data_processed']} units
- **Uptime:** {metrics['uptime']}

### πŸ›‘οΈ **Privacy Guarantees**
βœ“ End-to-end encryption  
βœ“ Zero data retention  
βœ“ Local processing priority  
βœ“ Anonymous usage tracking  

### πŸ“ˆ **Live Activity**
{metrics['recent_activity']}"""
    
    return dashboard_text

def on_agent_select(agent_name: str) -> str:
    """Handle agent selection"""
    if not agent_name:
        return "No agent selected"
    
    agents = get_agents_data()
    agent = next((a for a in agents if a['name'] == agent_name), None)
    
    if agent:
        caps = "\n".join([f"- {cap}" for cap in agent['capabilities']])
        return f"""**{agent['name']}** ({agent['type']})
**Status:** {agent['status']}

**Capabilities:**
{caps}"""
    return ""

# Build the Gradio interface
with gr.Blocks() as demo:
    # Header with title and anycoder link
    gr.Markdown(
        """
        # πŸ” Multi-Agent Secure Media Platform
        ### Protecting your digital footprint with military-grade security, AI-powered analysis, and creative problem-solving capabilities. Your data never leaves your control.
        
        **[Built with anycoder](https://huggingface.co/spaces/akhaliq/anycoder)**
        """,
        elem_classes="header"
    )
    
    # Main layout
    with gr.Row():
        # Left column: Agent Selection
        with gr.Column(scale=1):
            gr.Markdown("### πŸ€– Select Security Agent")
            
            agents = get_agents_data()
            agent_names = [agent['name'] for agent in agents]
            agent_names.insert(0, "← Choose an agent")
            
            agent_dropdown = gr.Dropdown(
                choices=agent_names,
                value="← Choose an agent",
                label="Available Agents",
                info="Each agent specializes in different security tasks",
                interactive=True
            )
            
            agent_info_box = gr.Markdown(
                value="Select an agent to view capabilities",
                label="Agent Details"
            )
            
            # Bind agent selection
            agent_dropdown.change(
                fn=on_agent_select,
                inputs=agent_dropdown,
                outputs=agent_info_box,
                api_visibility="private"
            )
        
        # Right column: Secure Processing
        with gr.Column(scale=2):
            gr.Markdown("### πŸ”’ Secure Processing")
            
            with gr.Row():
                operation_dropdown = gr.Dropdown(
                    choices=["analyze", "encrypt", "sanitize", "process"],
                    value="analyze",
                    label="Operation Type",
                    info="Choose how to process your data",
                    scale=1
                )
            
            text_input = gr.Textbox(
                label="Input Text",
                placeholder="Enter text to process securely...",
                lines=4,
                max_lines=10,
                autoscroll=True
            )
            
            file_input = gr.File(
                label="Or Upload File",
                file_types=["image", "audio", "video", "text", ".pdf", ".doc", ".docx"],
                file_count="single",
                interactive=True
            )
            
            process_btn = gr.Button(
                "πŸ›‘οΈ Process Securely",
                variant="primary",
                size="lg"
            )
            
            with gr.Row():
                output_text = gr.Textbox(
                    label="Processing Result",
                    lines=10,
                    max_lines=15,
                    interactive=False,
                    show_copy_button=True
                )
                
                security_details = gr.Textbox(
                    label="Security Details",
                    lines=10,
                    max_lines=15,
                    interactive=False,
                    show_copy_button=True
                )
            
            # Bind processing button
            process_btn.click(
                fn=process_securely,
                inputs=[agent_dropdown, operation_dropdown, text_input, file_input],
                outputs=[output_text, security_details],
                api_visibility="public",
                show_progress="full"
            )
    
    # Bottom section: Privacy Dashboard
    gr.Markdown("### πŸ“Š Privacy & Security Dashboard")
    
    dashboard_output = gr.Textbox(
        label="Live Security Metrics",
        lines=12,
        interactive=False,
        every=2.0  # Auto-update every 2 seconds
    )
    
    # Timer for live dashboard updates
    timer = gr.Timer(value=2.0, active=True)
    timer.tick(
        fn=update_dashboard,
        outputs=dashboard_output,
        api_visibility="private",
        show_progress="hidden"
    )
    
    # Footer
    gr.Markdown(
        """
        ---
        Β© 2024 SecureAgent Platform. All data processed with maximum privacy protection.  
        Built with advanced encryption and zero-knowledge architecture.
        """,
        elem_classes="footer"
    )

# Launch with Gradio 6 theming
demo.launch(
    theme=gr.themes.Soft(
        primary_hue="blue",
        secondary_hue="indigo",
        neutral_hue="slate",
        font=gr.themes.GoogleFont("Inter"),
        text_size="lg",
        spacing_size="lg",
        radius_size="md"
    ).set(
        button_primary_background_fill="*primary_600",
        button_primary_background_fill_hover="*primary_700",
        block_title_text_weight="600",
        block_background_fill="*neutral_50",
        block_border_width="1px",
        block_border_color="*neutral_200"
    ),
    css="""
        .header { text-align: center; margin-bottom: 2rem; }
        .footer { text-align: center; margin-top: 2rem; font-size: 0.875rem; }
        .gradio-container { max-width: 1400px; margin: 0 auto; }
        #component-0 { border-bottom: 2px solid #e2e8f0; padding-bottom: 1rem; }
    """,
    footer_links=[
        {"label": "Built with anycoder", "url": "https://huggingface.co/spaces/akhaliq/anycoder"}
    ],
    show_error=True,
    allowed_paths=["./uploads"]
)